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Yong Li · Study
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Author
Yong Li
65 works
· latest 2026
· 4 institutions
cluster: provisional
ORCID 0000-0001-5617-1659
Works
60 shown
Artificial intelligence tools expand scientists’ impact but contract science’s focus
Nature
·
2026
·
4 authors
114
citations
SMAUG: Semantic-Enhanced Mobile App Usage Data Generation With LLM
IEEE Transactions on Services Computing
·
2025
·
3 authors
7
citations
Learning the complexity of urban mobility with deep generative network
PNAS Nexus
·
2025
·
4 authors
·
Open access
18
citations
A Universal Model for Human Mobility Prediction
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2025
·
3 authors
·
other
·
Open access
13
citations
Using human mobility data to quantify experienced urban inequalities
Nature Human Behaviour
·
2025
·
12 authors
·
Open access
59
citations
AgentMove: A Large Language Model based Agentic Framework for Zero-shot Next Location Prediction
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL)
·
2025
·
3 authors
·
other
·
Open access
12
citations
An Interdisciplinary Survey on Origin-destination Flows Modeling: Theory and Techniques
ACM Computing Surveys
·
2024
·
3 authors
·
Open access
55
citations
Estimating and modeling spontaneous mobility changes during the COVID-19 pandemic without stay-at-home orders
Humanities and Social Sciences Communications
·
2024
·
8 authors
·
Open access
11
citations
Multi-scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data
ACM Computing Surveys
·
2024
·
9 authors
·
Open access
45
citations
Practical Synthetic Human Trajectories Generation Based on Variational Point Processes
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2023
·
9 authors
·
other
·
Open access
57
citations
Road Planning for Slums via Deep Reinforcement Learning
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2023
·
5 authors
·
other
·
Open access
18
citations
Urban Knowledge Graph Aided Mobile User Profiling
ACM Transactions on Knowledge Discovery from Data
·
2023
·
4 authors
·
Open access
9
citations
You Are How You Use Apps: User Profiling Based on Spatiotemporal App Usage Behavior
ACM Transactions on Intelligent Systems and Technology
·
2023
·
5 authors
·
Open access
54
citations
Learning to Simulate Daily Activities via Modeling Dynamic Human Needs
International World Wide Web Conference (WWW)
·
2023
·
5 authors
·
other
·
Open access
31
citations
Activity Trajectory Generation via Modeling Spatiotemporal Dynamics
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2022
·
5 authors
·
other
·
Open access
63
citations
Beyond the First Law of Geography: Learning Representations of Satellite Imagery by Leveraging Point-of-Interests
International World Wide Web Conference (WWW)
·
2022
·
6 authors
·
other
82
citations
A Counterfactual Modeling Framework for Churn Prediction
ACM International Conference on Web Search and Data Mining (WSDM)
·
2022
·
5 authors
·
other
·
Open access
17
citations
Quantifying the Causal Effect of Individual Mobility on Health Status in Urban Space
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2021
·
3 authors
68
citations
Spatio-Temporal Urban Knowledge Graph Enabled Mobility Prediction
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2021
·
5 authors
·
Open access
59
citations
Who Will Survive and Revive Undergoing the Epidemic
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2021
·
6 authors
6
citations
Attentional Markov Model for Human Mobility Prediction
IEEE Journal on Selected Areas in Communications
·
2021
·
4 authors
31
citations
DeepFlowGen: Intention-Aware Fine Grained Crowd Flow Generation via Deep Neural Networks
IEEE Transactions on Knowledge and Data Engineering
·
2021
·
7 authors
10
citations
Demographics of mobile app usage: long-term analysis of mobile app usage
CCF Transactions on Pervasive Computing and Interaction
·
2021
·
8 authors
·
Open access
25
citations
The Impact of Covid-19 on Smartphone Usage
IEEE Internet of Things Journal
·
2021
·
6 authors
·
Open access
53
citations
Passive Health Monitoring Using Large Scale Mobility Data
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2021
·
6 authors
10
citations
Inferring Origin-Destination Flows from Population Distribution
IEEE Transactions on Knowledge and Data Engineering
·
2021
·
6 authors
17
citations
HealthWalks
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2020
·
7 authors
18
citations
To What Extent We Repeat Ourselves? Discovering Daily Activity Patterns Across Mobile App Usage
IEEE Transactions on Mobile Computing
·
2020
·
5 authors
97
citations
SUME
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2020
·
4 authors
18
citations
Will You Come Back / Check-in Again?
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2020
·
5 authors
11
citations
IoT vs. Human: A Comparison of Mobility
IEEE Transactions on Mobile Computing
·
2020
·
6 authors
·
Open access
12
citations
Learning to Simulate Human Mobility
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2020
·
6 authors
·
other
159
citations
Predicting Human Mobility With Semantic Motivation via Multi-Task Attentional Recurrent Networks
IEEE Transactions on Knowledge and Data Engineering
·
2020
·
4 authors
35
citations
Human Mobility Prediction Using Sparse Trajectory Data
IEEE Transactions on Vehicular Technology
·
2020
·
5 authors
25
citations
User Identity Linkage via Co-Attentive Neural Network From Heterogeneous Mobility Data
IEEE Transactions on Knowledge and Data Engineering
·
2020
·
7 authors
29
citations
Predictability and Prediction of Human Mobility Based on Application-Collected Location Data
IEEE Transactions on Mobile Computing
·
2020
·
4 authors
30
citations
Understanding Urban Dynamics via State-Sharing Hidden Markov Model
IEEE Transactions on Knowledge and Data Engineering
·
2020
·
5 authors
8
citations
Deep learning models for population flow generation from aggregated mobility data
ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp)
·
2019
·
3 authors
·
other
21
citations
DeepDPM: Dynamic Population Mapping via Deep Neural Network
Proceedings of the AAAI Conference on Artificial Intelligence
·
2019
·
4 authors
·
other
·
Open access
25
citations
Predicting socio-economic levels of urban regions via offline and online indicators
PLoS ONE
·
2019
·
3 authors
·
Open access
14
citations
Understanding Metropolitan Crowd Mobility via Mobile Cellular Accessing Data
ACM Transactions on Spatial Algorithms and Systems
·
2019
·
5 authors
·
Open access
19
citations
Improved Harmony search Algorithm for Bus Scheduling Optimization
Chinese Control and Decision Conference (CCDC)
·
2019
·
2 authors
·
other
6
citations
DPLink: User Identity Linkage via Deep Neural Network From Heterogeneous Mobility Data
International World Wide Web Conference (WWW)
·
2019
·
7 authors
·
other
·
Open access
93
citations
Understanding Urban Dynamics via State-sharing Hidden Markov Model
International World Wide Web Conference (WWW)
·
2019
·
6 authors
·
other
·
Open access
17
citations
Semantics-Aware Hidden Markov Model for Human Mobility
Society for Industrial and Applied Mathematics eBooks
·
2019
·
7 authors
·
other
18
citations
Driving Big Data: A First Look at Driving Behavior via a Large-Scale Private Car Dataset
IEEE International Conference on Data Engineering Workshops (ICDEW)
·
2019
·
8 authors
·
other
·
Open access
42
citations
Modeling Spatio-Temporal App Usage for a Large User Population
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2019
·
7 authors
33
citations
Revealing Urban Dynamics by Learning Online and Offline Behaviours Together
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2019
·
1 author
25
citations
Habit2vec: Trajectory Semantic Embedding for Living Pattern Recognition in Population
IEEE Transactions on Mobile Computing
·
2019
·
5 authors
80
citations
Semantics-Aware Hidden Markov Model for Human Mobility
IEEE Transactions on Knowledge and Data Engineering
·
2019
·
6 authors
·
Open access
20
citations
Revisitation in Urban Space vs. Online
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2018
·
5 authors
25
citations
Understanding Motivations behind Inaccurate Check-ins
Proceedings of the ACM on Human-Computer Interaction
·
2018
·
7 authors
11
citations
A Bimodal Model to Estimate Dynamic Metropolitan Population by Mobile Phone Data
Sensors
·
2018
·
4 authors
·
Open access
9
citations
Large-Scale Mobile Fitness App Usage Analysis for Smart Health
IEEE Communications Magazine
·
2018
·
4 authors
30
citations
Detecting Popular Temporal Modes in Population-scale Unlabelled Trajectory Data
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2018
·
4 authors
37
citations
Discovering Periodic Patterns for Large Scale Mobile Traffic Data: Method and Applications
IEEE Transactions on Mobile Computing
·
2018
·
2 authors
28
citations
Smartphone App Usage Prediction Using Points of Interest
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies
·
2018
·
5 authors
·
Open access
101
citations
DeepMove
International World Wide Web Conference (WWW)
·
2018
·
5 authors
·
other
·
Open access
714
citations
Understanding Urban Dynamics From Massive Mobile Traffic Data
IEEE Transactions on Big Data
·
2017
·
3 authors
48
citations
Predictability and Prediction of Human Mobility Based on Application-Collected Location Data
IEEE International Conference on Mobile Ad-Hoc and Sensor Systems (MASS)
·
2017
·
4 authors
·
other
13
citations